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M. Pauly

11 papers hereh-index 6121 citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4
  • last author6

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • stat.ML6
  • math.ST2
  • cs.DB1
  • cs.LG1
  • eess.SP1
same name
  • M. Pauly — 2 papers, h 15
  • M. Pauly — 1 paper, h 16

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedTravel Time Prediction using Tree-Based Ensembles

22 citations · 51 across the 11 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

stat.ML2021★ 13 cited

On the Relation between Prediction and Imputation Accuracy under Missing Covariates

Burim Ramosaj, Justus Tulowietzki, Markus Pauly

Missing covariates in regression or classification problems can prohibit the direct use of advanced tools for further analysis. Recent research has realized an increasing trend tow…

stat.ML2021★ 1 cited

pRSL: Interpretable Multi-label Stacking by Learning Probabilistic Rules

Michael Kirchhof, Lena Schmid, Christopher Reining +2

A key task in multi-label classification is modeling the structure between the involved classes. Modeling this structure by probabilistic and interpretable means enables applicatio…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.